| # sh scripts/ood/mcd/cifar10_test_mcd.sh | |
| # NOTE!!!! | |
| # need to manually change the checkpoint path | |
| # remember to use the last_*.ckpt because mcd only trains for the last 10 epochs | |
| # and the best.ckpt (according to accuracy) is typically not within the last 10 epochs | |
| # therefore using best.ckpt is equivalent to early stopping with standard cross-entropy loss | |
| python main.py \ | |
| --config configs/datasets/cifar10/cifar10.yml \ | |
| configs/datasets/cifar10/cifar10_ood.yml \ | |
| configs/networks/mcd_net.yml \ | |
| configs/preprocessors/base_preprocessor.yml \ | |
| configs/pipelines/test/test_ood.yml \ | |
| configs/postprocessors/mcd.yml \ | |
| --network.backbone.name resnet18_32x32 \ | |
| --network.pretrained True \ | |
| --network.checkpoint 'results/cifar10_oe_mcd_mcd_e100_lr0.1_default/s0/last_epoch100_acc0.9420.ckpt' \ | |
| --num_workers 8 \ | |
| --seed 0 | |